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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Dermatologic Surgery
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Retraction
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

384 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
384 works in the cohort · of 4,299,418page 1 of 8

Labels cover 0 of 384 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 384 of 384 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Avoiding and Treating Blindness From Fillers
Katie Beleznay, Jean Carruthers, Shannon Humphrey, Derek Jones
2015· review· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
503
citations
aboutno affunlabeled
Low-Level Laser Therapy for Wound Healing
William Posten, David A. Wrone, Jeffrey S. Dover, Kenneth A. Arndt, Sirunya Silapunt, Murad Alam
2005· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
291
citations
affaboutunlabeled
An Epidemiological Study of Hyperhidrosis
William Lear, Edward Kessler, Nowell Solish, Dee Anna Glaser
2007· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
168
citations
affunlabeled
A Prospective, Randomized, Parallel Group Study Analyzing the Effect of BTX-A (Botox) and Nonanimal Sourced Hyaluronic Acid (NASHA, Restylane) in Combination Compared with NASHA (Restylane) Alone in Severe Glabellar Rhytides in Adult Female Subjects: Treatment of Severe Glabellar Rhytides with a Hyaluronic Acid Derivative Compared with the Derivative and BTX-A
Jean Carruthers, Alastair Carruthers
2003· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
166
citations
affunlabeled
Validated Assessment Scales for the Lower Face
Rhoda S. Narins, Jean Carruthers, Timothy C. Flynn, Thorin L. Geister, Roman Görtelmeyer, Bhushan Hardas +12 more
2012· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
164
citations
affunlabeled
Validated Assessment Scales for the Upper Face
Timothy C. Flynn, Alastair Carruthers, Jean Carruthers, Thorin L. Geister, Roman Görtelmeyer, Bhushan Hardas +12 more
2012· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
131
citations
affunlabeled
HIV-Associated Facial Lipoatrophy
Julia James, Alastair Carruthers, Jean Carruthers
2002· review· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
117
citations
affunlabeled
Validated Assessment Scales for the Mid Face
Jean Carruthers, Timothy C. Flynn, Thorin L. Geister, Roman Görtelmeyer, Bhushan Hardas, Silvia Himmrich +12 more
2012· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
95
citations
affunlabeled
Facial Sculpting and Tissue Augmentation
Jean Carruthers, Alastair Carruthers
2005· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
91
citations
affunlabeled
Platelet-Rich Plasma as a Treatment for Androgenetic Alopecia
Aditya Gupta, John P. Cole, David Deutsch, Peter A. Everts, Robert Niedbalski, Ratchathorn Panchaprateep +7 more
2019· review· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
87
citations
affunlabeled
A Validated Grading Scale for Crow's Feet
Alastair Carruthers, Jean Carruthers, Bhushan Hardas, Mandeep Kaur, ROMAN GOERTELMEYER, Derek Jones +11 more
2008· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
86
citations
affunlabeled
Validated Composite Assessment Scales for the Global Face
Berthold Rzany, Alastair Carruthers, Jean Carruthers, Timothy C. Flynn, Thorin L. Geister, Roman Görtelmeyer +12 more
2012· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
80
citations
affunlabeled
A Validated Grading Scale for Forehead Lines
Alastair Carruthers, Jean Carruthers, Bhushan Hardas, Mandeep Kaur, ROMAN GOERTELMEYER, Derek Jones +11 more
2008· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
78
citations
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